2-D Localization, Angular Separation and Vital Signs Monitoring Using a SISO FMCW Radar for Smart Long-Term Health Monitoring Environments

被引:71
作者
Mercuri, Marco [1 ]
Sacco, Giulia [2 ,3 ]
Hornung, Rainer [2 ]
Zhang, Peng [2 ]
Visser, Hubregt J. [2 ]
Hijdra, Martijn [2 ]
Liu, Yao-Hong [2 ]
Pisa, Stefano [3 ]
van Liempd, Barend [4 ]
Torfs, Tom [5 ]
机构
[1] Imec Netherlands, CHS NL, NL-5656 AE Eindhoven, Netherlands
[2] Imec Netherlands, IoT NL, NL-5656 AE Eindhoven, Netherlands
[3] Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun, I-00185 Rome, Italy
[4] IMEC, IoT BE, B-3001 Leuven, Belgium
[5] IMEC, CHS BE, B-3001 Leuven, Belgium
关键词
Radar antennas; Radar; Monitoring; Location awareness; Internet of Things; Ultra wideband radar; Microstrip antenna arrays; 2-D localization; angular separation; biomedical applications; contactless; Doppler; frequency-modulated continuous wave (FMCW); Internet-of-Things (IoT) system architecture; rampart antenna; remote radar sensing; single-input and single-output (SISO) radar; vital signs monitoring; CONTINUOUS-WAVE RADAR; INTERFEROMETRY RADAR; TRACKING; SYSTEM; TECHNOLOGY; SENSOR; ARRAY; CMOS;
D O I
10.1109/JIOT.2021.3051580
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A single-input and single-output (SISO) frequency-modulated continuous wave (FMCW) radar architecture is proposed and in vivo demonstrated for remote 2-D localization (range and angular information) and vital signs monitoring of multiple subjects. The radar sensor integrates two frequency scanning antennas which allow angular separation and enable determining a 2-D map (range versus angle) of a room environment from which people can be distinguished from objects and clutter. After technical tests to validate the functionality of the proposed architecture and data processing algorithm, a practical setup was successfully demonstrated to locate human volunteers, at different absolute distances and orientations, and to retrieve their respiratory and heart rate information. Experimental results show that this radar sensor can monitor accurately the vital signs of multiple subjects within typical room settings, reporting maximum mean absolute errors of 0.747 breaths-per-minute and 2.645 beats-per-minute, respectively, for respiration rate and heartbeat. Practical applications arise for Internet of Things (IoT), ambient-assisted living, healthcare, geriatric and quarantine medicine, automotive, rescue and security purposes.
引用
收藏
页码:11065 / 11077
页数:13
相关论文
共 71 条
[1]   Smart Homes that Monitor Breathing and Heart Rate [J].
Adib, Fadel ;
Mao, Hongzi ;
Kabelac, Zachary ;
Katabi, Dina ;
Miller, Robert C. .
CHI 2015: PROCEEDINGS OF THE 33RD ANNUAL CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2015, :837-846
[2]   FREQUENCY SCANNING BASED RADAR SYSTEM [J].
Alvarez Lopez, Y. ;
Garcia, C. ;
Vazquez, C. ;
Ver-Hoeye, S. ;
Las-Heras, F. .
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2012, 132 :275-296
[3]   A 118-mW Pulse-Based Radar SoC in 55-nm CMOS for Non-Contact Human Vital Signs Detection [J].
Andersen, Nikolaj ;
Granhaug, Kristian ;
Michaelsen, Jorgen Andreas ;
Bagga, Sumit ;
Hjortland, Hakon A. ;
Knutsen, Mats Risopatron ;
Lande, Tor Sverre ;
Wisland, Dag T. .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2017, 52 (12) :3421-3433
[4]  
Anitori L, 2009, IEEE RAD CONF, P295
[5]   A Supervised Intrusion Detection System for Smart Home IoT Devices [J].
Anthi, Eirini ;
Williams, Lowri ;
Slowinska, Malgorzata ;
Theodorakopoulos, George ;
Burnap, Pete .
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (05) :9042-9053
[6]   Wireless House Calls: Using Communications Technology for Health Care and Monitoring [J].
Boric-Lubecke, Olga ;
Lubecke, Victor M. .
IEEE MICROWAVE MAGAZINE, 2002, 3 (03) :43-48
[7]   Systolic Time Interval Estimation Using Continuous Wave Radar With On-Body Antennas [J].
Buxi, Dilpreet ;
Hermeling, Evelien ;
Mercuri, Marco ;
Beutel, Fabian ;
van der Westen, Roberto Garcia ;
Torfs, Tom ;
Redoute, Jean-Michel ;
Yuce, Mehmet Rasit .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2018, 22 (01) :129-139
[8]   Physiological Driver Monitoring Using Capacitively Coupled and Radar Sensors [J].
Castro, Ivan D. ;
Mercuri, Marco ;
Patel, Aakash ;
Puers, Robert ;
Van Hoof, Chris ;
Torfs, Tom .
APPLIED SCIENCES-BASEL, 2019, 9 (19)
[9]   Range correlation and I/Q performance benefits in single-chip silicon Doppler radars for noncontact cardiopulmonary monitoring [J].
Droitcour, AD ;
Boric-Lubecke, O ;
Lubecke, VM ;
Lin, JS ;
Kovacs, GTA .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (03) :838-848
[10]   Wide Field-of-View Locating and Multimodal Vital Sign Monitoring Based on X-Band CMOS-Integrated Phased-Array Radar Sensor [J].
Fang, Zhongyuan ;
Lou, Liheng ;
Tang, Kai ;
Wang, Wensong ;
Wang, Yisheng ;
Guo, Ting ;
Yang, Chuanshi ;
Zheng, Yuanjin .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2020, 68 (09) :4054-4065